Secure Client- Server Delegated Computation
Functionality Description
Delegated Computation is the task of assigning computation on hidden data to a powerful untrusted party (a device) by a weak (in terms of computational powers) party while maintaining privacy of hidden data from the powerful party. Protocols under this functionality are commonly called Client-Server protocols. Delegated Quantum Computation (DQC) protocols involve partially or fully classical Client delegating a quantum computation to fully powerful single/multiple quantum Server/Servers. All DQC protocols involve three main stages, Preparation Stage, Computation Stage and Output Correction Stage. The roles of Client and Server in the different stages may differ according to the type of communication used see Protocols list.
Tags: Two Party, Universal Tasks,Secure Multiparty Delegated Computation, Quantum Enhanced Classical Delegated Computation
Use Case
- Quantum Task
- No classical analogue
Protocols
Classical Online Communication-Quantum Offline Communication
It involves a partially quantum Client who can prepare and send quantum states use quantum offline communication to send input to the Server, in the preparation Stage and to receive outputs from the Server, during output correction. Client and Server then use classical online communication to exchange classical messages during computation phase. Universal Blind Quantum Computation (UBQC) falls under this category, where Client hides his input, output and computation from the Server using MBQC. If the task performed by Server can be verified by the Client, it is Verifiable Universal Blind Quantum Computation (VUBQC). Classes of protocols under this category are:
Classical Online Communication-Quantum Online Communication
It involves a partially quantum Client who can measure quantum states use quantum and classical communication throughout the protocol. Client performs the hidden MBQC on states prepared by Server using her measurement device in the computation Stage. She then corrects her classical outcomes in Correction Stage. Classes of protocols under this category are:
Classical Online Communication-No Quantum Communication
It involves a fully classical Client with no quantum power exchanging classical messages with the server throughout. This can be done using protocols for generating secret random qubits, under the functionality, Secret Random Qubit Generator (SQRG). One could append SQRG with UBQC to eliminate quantum communication. A verification protocol using SQRG is still an open question. Class of protocols for SQRG:
Classical Offline Communication-Quantum Offline Communication
It involves a partially classical Client who can generate entanglement, use both classical and quantum communication with the Server during the preparation stage and output correction. There is no communication between the two parties during computation stage. Quantum Fully Homomorphic Encryption (QFHE) falls under this category, where Client hides her input states with the help of classical Homomorphic Encryption. In addition to this she also prepares some quantum gadgets (using entanglement) which she sends with the encrypted state to Server, in the prepapration stage. Server uses the quantum gadgets for computation on the encrypted state. Such gadgets require steps which cannot be realized by classical HE scheme. Later Client decrypts/deciphers the outcome sent by Server to get the correct result, in the correction Stage. If the task performed by the Server can be verified by the Client, the protocol is called, Verifiable Quantum Fully Homomorphic Encryption (VQFHE). Classes of protocols under this category are:
Classical Offline Communication-No Quantum Communication
It involves a fully classical Client assign quantum computation to a Server on her classical input/output using only classical communication during the preparation stage and output correction. There is no communication between the two parties during computation stage. It uses only classical Homomorphic Encryption and no quantum gadgets to realize a quantum function/computation. Quantum offline communication would be needed in case of quantum input/output. A verification scheme for such protocols is still an open question. Class of protocols under this category are:
- Quantum Capable Classical Fully Homomorphic Encryption (FHE) for Quantum Circuits
Properties
- Universality A protocol for delegated quantum computation is universal if it client can use the server to compute any quantum circuit.
- Correctness A protocol is correct if the output of client's input after Server's processing is correct, given that both parties follow the protocol honestly.
- Blindness The protocol is blind to the server (who, in this case is the adversary/dishonest party) means that client's computation is hidden from the server during the entire protocol.